Other AI Tools

There's an AI

Find the perfect AI tool for any task, instantly

There's an AI is a searchable directory cataloguing thousands of AI-powered tools across categories like writing, image generation, productivity, and coding. It helps users discover niche and mainstream AI solutions for specific use cases. The platform is regularly updated and is ideal for anyone looking to explore what AI can do for their workflow.

Gopher

DeepMind's 280B parameter language model for research

Gopher is a 280-billion parameter large language model developed by DeepMind, designed to advance understanding of language model capabilities and limitations at scale. It was evaluated across 152 diverse tasks and demonstrated strong performance in reading comprehension, fact-checking, and knowledge-intensive domains. Released as a research model, it also included a companion paper on ethical considerations and societal impact.

LLaMA

Meta's efficient foundational LLM released for open research

LLaMA (Large Language Model Meta AI) is a foundational language model released by Meta AI in sizes ranging from 7B to 65B parameters, designed to be more compute-efficient than comparable models. Despite its smaller size, LLaMA outperforms GPT-3 on many benchmarks when fine-tuned. It was released for non-commercial research use and became the base for numerous community fine-tuned models like Alpaca and Vicuna.

Llama 2

Meta's open-source LLM fine-tuned for chat and research

Llama 2 is Meta's second-generation open-source large language model, available in 7B, 13B, and 70B parameter sizes, with both pretrained and fine-tuned chat variants. Unlike the original LLaMA, Llama 2 is released for both research and commercial use under a permissive license. The chat-optimized versions use RLHF alignment and are competitive with many proprietary models on reasoning and dialogue benchmarks.

Stable Beluga

Stability AI's instruction-tuned 65B LLM built on LLaMA

Stable Beluga is a 65-billion parameter language model from Stability AI, fine-tuned on LLaMA 65B using an internal Orca-style dataset to enhance instruction following. It excels at answering questions, completing writing tasks, and following complex instructions. Released under a non-commercial CC BY-NC-4.0 license, it targets researchers and developers building open-source LLM applications.

Stable Beluga 2

Stability AI's 70B instruction-following model based on Llama 2

Stable Beluga 2 is a 70-billion parameter language model from Stability AI, fine-tuned on Llama 2 70B using an Orca-style supervised dataset for improved instruction adherence. It supports system prompts and multi-turn conversation, making it suitable for chat applications and complex task completion. Available on Hugging Face under a non-commercial license, it targets researchers and enterprise AI teams.

GPT-4o Mini

OpenAI's fast, affordable multimodal model for everyday tasks

GPT-4o Mini is a lightweight, cost-efficient version of OpenAI's GPT-4o model, offering multimodal capabilities including text and vision at significantly lower latency and price. It scores 82% on MMLU and outperforms GPT-3.5 Turbo on most benchmarks while being cheaper per token. Ideal for developers building high-volume applications that need strong reasoning without the cost of full GPT-4o.

Mathos AI

Solve any math problem step-by-step with AI explanations

Mathos AI is an AI math solver that handles problems across arithmetic, algebra, calculus, statistics, and more, providing detailed step-by-step solutions and explanations. It is built for students and educators who need not just the answer but a clear understanding of the solving process.

Make-A-Scene

Meta's AI image model that accepts sketches and text as creative input

Make-A-Scene is a research model from Meta AI that enables users to guide image generation using both text descriptions and hand-drawn sketches, giving creators more control over composition and layout. Unlike pure text-to-image systems, it allows freeform sketches to define spatial structure. Developed as a research tool exploring greater human creative control in AI image generation.

Canva

All-in-one visual design platform with powerful AI creation tools

Canva is a web-based graphic design platform that lets users create presentations, social media graphics, videos, and print materials using a drag-and-drop editor. It integrates AI features including text-to-image generation, background removal, Magic Write for copy, and AI-powered design suggestions. Used by over 150 million people from individual creators to enterprise marketing teams.

Imagine by Magic Studio

Generate stunning AI art from text prompts in multiple styles

Imagine by Magic Studio is a browser-based AI image generator that converts text descriptions into high-quality artwork across multiple styles. It supports a variety of artistic presets ranging from photorealism to anime and illustration. The tool is aimed at creators, marketers, and hobbyists who want fast, polished visuals without design experience.

Gensbot

Generate AI images directly inside Telegram

Gensbot is a Telegram bot that brings AI image generation to the messaging platform, allowing users to create images from text prompts without leaving their chat. It leverages Stable Diffusion models and supports style customization through simple commands. It appeals to Telegram users and communities who want accessible AI art generation in a familiar interface.

RepublicLabs.AI

Create and deploy AI-generated visual content at scale

RepublicLabs.AI is an AI creative platform focused on generating high-quality images and visual content for brands and marketing teams. It offers prompt-based image generation with commercial licensing, enabling businesses to produce campaign visuals rapidly. The platform targets marketing professionals and creative agencies seeking scalable AI image production.

Black Headshots

Professional AI headshots tailored for Black professionals

Black Headshots is an AI headshot generator designed specifically to produce high-quality, authentic professional portraits for Black professionals. The service is trained to handle a wide range of skin tones, hair textures, and features accurately, addressing gaps in generic AI portrait tools. It's aimed at Black job seekers, executives, and creatives who want representative, studio-quality headshots.

Pawtrait

Turn your pet photos into stunning AI-generated portraits

Pawtrait uses AI to transform ordinary pet photos into artistic portraits in styles such as oil painting, watercolor, and fantasy illustration. Pet owners upload a few photos of their dog or cat and receive a set of unique, personalized artworks. The service is popular as a gift item and for pet lovers who want creative keepsakes of their animals.

iColoring

Generate custom AI coloring pages for kids and adults

iColoring is an AI tool that generates printable coloring pages from text prompts, producing clean black-and-white line-art illustrations on demand. Users can describe any scene, character, or theme and receive a unique coloring sheet in seconds. It targets parents, educators, and creative adults who want personalized coloring content beyond standard templates.

Suit me Up

See yourself in different outfits using AI virtual try-on

Suit me Up is an AI virtual try-on tool that lets users upload their photo and visualize how they would look wearing different suits and formal attire. The AI maps clothing realistically onto the user's body shape and pose without physical fitting. It's useful for online shoppers, professionals preparing for events, and e-commerce fashion retailers showcasing their collections.

Civitai

Discover and share Stable Diffusion models, LoRAs, and more

Civitai is the leading open community hub for sharing, downloading, and rating Stable Diffusion models, LoRAs, embeddings, and VAEs. It hosts tens of thousands of user-contributed models spanning every style and subject, with detailed previews and prompt examples. It's an essential resource for AI artists and researchers who want to extend their image generation capabilities with community-made fine-tunes.

Mutiny

Personalize your website for every visitor without writing code

Mutiny is a no-code AI personalization platform that helps B2B companies tailor website content, messaging, and CTAs to different audience segments based on firmographic and behavioral data. It integrates with CRMs like Salesforce and HubSpot to drive pipeline and conversion. Trusted by revenue and growth teams at enterprise SaaS companies.

Adzooma

Manage and optimize Google, Meta, and Microsoft ads with AI

Adzooma is an AI-powered digital advertising management platform that centralizes Google Ads, Meta Ads, and Microsoft Ads into one dashboard with automated optimization recommendations. It surfaces performance opportunities, automates repetitive tasks, and generates reports. Built for SMBs and marketing agencies wanting smarter, faster ad campaign management.

Crimson Hexagon

Analyze consumer sentiment and trends from billions of social posts

Crimson Hexagon (now Brandwatch Consumer Intelligence) is an AI-powered social media analytics platform that processes billions of online conversations to uncover brand sentiment, consumer trends, and audience insights. It offers image analytics and audience profiling alongside text analysis. Used by enterprises and agencies for strategic market research and brand monitoring.

Publish7

Build and publish AI-assisted content sites and blogs at scale

Publish7 is an AI-powered content publishing platform that helps teams create, manage, and publish blog content and landing pages with built-in SEO optimization and workflow tools. It streamlines content production pipelines from ideation to publishing. Suited for content agencies, SaaS companies, and media teams needing efficient, scalable content operations.

Cald.ai

Run AI-powered cold calling campaigns at scale automatically

Cald.ai is an AI voice agent platform that automates cold calling and outbound sales outreach using lifelike AI callers capable of handling objections, qualifying prospects, and booking meetings. It provides call recordings, transcripts, and analytics dashboards. Aimed at sales teams and agencies looking to scale outbound phone prospecting without growing headcount.

Rosie

Never miss a business call with a 24/7 AI phone answering agent

Rosie is an AI phone answering service designed for small businesses that answers calls, takes messages, books appointments, and handles FAQs around the clock when staff are unavailable. It learns from business information to give accurate, on-brand responses. Ideal for home service businesses, restaurants, and SMBs that lose revenue from missed calls.

Taranify

Discover music, movies, and more matched to your current mood

Taranify uses AI to analyze your mood through a quick color-based quiz and then recommends music playlists, movies, books, and food that match how you feel. It is a fun, personalized discovery tool for anyone looking to align their entertainment choices with their emotions.

AI Dungeon

Play an infinitely creative AI-powered text adventure game

AI Dungeon is an interactive fiction platform powered by large language models that generates limitless, dynamic story scenarios in response to player input. It supports solo and multiplayer adventures across fantasy, sci-fi, mystery, and custom settings, appealing to gamers and storytellers of all kinds.

Clickable

Generate stunning ad creatives instantly with AI for any channel

Clickable is an AI ad generation tool that produces brand-consistent, high-converting ad images for social media, display, and other digital channels. Marketers simply input their brand assets and campaign details to receive ready-to-publish creatives without needing a designer.

Scale Spellbook

Build, compare, and deploy LLM apps with enterprise-grade tooling

Scale Spellbook is a prompt engineering and LLM evaluation platform by Scale AI that helps teams design, test, and deploy large language model applications. It offers side-by-side model comparisons, versioned prompt management, and human-in-the-loop evaluation suited for enterprise AI teams.

Scenario

Create custom AI art generators trained on your own game assets

Scenario is a generative AI platform built for game developers and artists that lets teams train custom models on their own visual style and asset library. It produces consistent, on-brand characters, environments, and items, dramatically accelerating game art production pipelines.

Aispect

Capture smarter event highlights with AI-powered video analysis

Aispect uses AI to automatically detect and clip the most interesting moments from live events and recorded video footage. Event organizers, sports teams, and media producers can generate highlight reels quickly, reducing manual editing time and keeping audiences engaged.

PressPulse AI

Land media coverage faster by matching you with journalist queries

PressPulse AI monitors journalist requests from platforms like HARO and delivers personalized, AI-drafted pitch suggestions directly to your inbox. Founders, PR professionals, and experts can respond to relevant media opportunities faster and with higher-quality pitches to earn press coverage.

Taplio

Grow your LinkedIn personal brand with AI-assisted content and analytics

Taplio is an all-in-one LinkedIn growth platform that uses AI to help professionals create engaging posts, schedule content, track performance, and engage with their network. It is designed for founders, marketers, and thought leaders who want to build influence on LinkedIn consistently.

PromptPal

Browse and share a curated library of ready-to-use AI prompts

PromptPal is a community-driven directory of high-quality prompts for ChatGPT, Midjourney, and other AI tools. Users can discover prompts organized by category, save favorites, and contribute their own, making it easy for anyone to get more value from AI assistants.

FairyTailAI

Generate personalized bedtime fairy tales for your child instantly

FairyTailAI creates custom, age-appropriate bedtime stories featuring characters and themes chosen by parents. The AI weaves the child's name, interests, and values into unique narratives, offering a magical and educational storytelling experience tailored for every family.

AI-Flow

Build and connect AI model pipelines visually with no code

AI-Flow is an open-source visual tool for connecting multiple AI models and APIs into automated pipelines using a node-based interface. Developers and researchers can chain GPT, Stable Diffusion, and other services together to build complex AI workflows without writing glue code.

Architecture Helper

Analyze and get AI feedback on any building's architectural style

Architecture Helper lets users upload images of buildings to receive AI-generated analysis of architectural style, era, materials, and notable features. It is a useful tool for students, real estate professionals, travelers, and architecture enthusiasts who want instant expert-level context.

VocalReplica

Clone any voice and generate realistic AI speech in minutes

VocalReplica is a voice cloning platform that replicates a speaker's tone, cadence, and style from audio samples to produce synthetic speech. Content creators, game developers, and media producers use it to generate voiceovers without scheduling studio sessions.

Exam Samurai

Generate practice exams and quizzes from any study material instantly

Exam Samurai uses AI to turn notes, textbooks, or uploaded documents into customized practice quizzes and mock exams. Students can test their knowledge, identify weak areas, and reinforce learning in an active, efficient way suited to any subject or academic level.

fynk

Manage, analyze, and automate contracts with AI-powered precision

fynk is a contract management platform that uses AI to extract key clauses, automate workflows, and track obligations across your entire agreement portfolio. Legal and operations teams use it to reduce contract risk, speed up negotiations, and maintain full visibility over contractual commitments.

LooksMax AI

Get AI-powered personal appearance analysis and improvement tips

LooksMax AI analyzes facial features and provides data-driven feedback on grooming, style, skincare, and fitness improvements to help users enhance their appearance. It is aimed at individuals seeking objective, actionable advice to optimize their physical presentation and confidence.

Podify.io

Repurpose podcast episodes into shareable social content with AI

Podify.io automatically transcribes podcast audio, extracts key highlights, and generates social media posts, audiograms, and show notes from each episode. Podcasters use it to maximize the reach of their content across platforms without spending hours on post-production.

ResumeDive

Analyze and optimize your resume for any job description with AI

ResumeDive uses AI to compare your resume against specific job postings, identifying gaps, keyword mismatches, and areas for improvement. Job seekers receive tailored suggestions to strengthen their application and improve their chances of passing applicant tracking systems and recruiter screens.

Daruy

Explore AI-generated creative spaces and immersive visual experiences

Daruy is a generative AI creative platform that produces immersive visual worlds and artistic experiences from user inputs. It caters to digital artists, designers, and curious explorers who want to push the boundaries of AI-driven aesthetics and interactive creativity.

Promptly

Build and share AI-powered apps without writing code

Promptly is a no-code platform for building, deploying, and sharing AI-powered applications and chatbots. Users can chain prompts, connect data sources, and embed assistants into their workflows or products. It's designed for teams and individuals who want to harness LLMs without engineering overhead.

Andrew Ng’s Machine Learning at Stanford University

The world's most popular machine learning course on Coursera

Andrew Ng's foundational Machine Learning Specialization on Coursera covers supervised learning, unsupervised learning, and best practices for ML system design. The course uses Python and is suitable for beginners and practitioners alike. It remains one of the most-taken online courses in AI education globally.

AI and Machine Learning Roadmaps

Structured learning roadmaps for AI and ML from Scaler

Scaler's AI and Machine Learning blog category provides structured roadmaps, tutorials, and career guides for aspiring AI practitioners. Topics range from foundational math and Python to deep learning and MLOps. It's a curated resource for students and professionals planning their AI learning journey.

Geoffrey Hinton’s Neural Networks For Machine Learning

Foundational deep learning course from the godfather of AI

Originally offered on Coursera by Geoffrey Hinton, this course covers the theory and application of neural networks including backpropagation, RNNs, and deep belief networks. It is widely regarded as a seminal resource in deep learning education. The course content is now referenced and discussed extensively across the ML community.

NVIDIA Omniverse AI Animal Explorer Extension

Explore AI-generated 3D animals inside NVIDIA Omniverse

The NVIDIA Omniverse AI Animal Explorer is an extension for the Omniverse platform that lets users generate and explore AI-created 3D animal models in real time. It showcases the integration of generative AI with NVIDIA's real-time 3D simulation and collaboration tools. Aimed at researchers, educators, and 3D content creators using Omniverse.

Altern

Discover the best AI tool alternatives for any use case

Altern is an AI tools discovery platform that helps users find alternatives to popular AI products across categories like writing, image generation, coding, and productivity. It curates and compares tools so users can find the best fit for their specific needs. Useful for individuals and teams evaluating AI software options.

Mistral

Efficient, open-weight European LLMs built for performance

Mistral AI offers a family of open-weight and proprietary large language models known for strong performance relative to their size. Models like Mistral 7B and Mixtral 8x7B deliver competitive results against much larger models through mixture-of-experts architecture. Favored by developers who need capable, deployable models with flexible licensing.

Grok

xAI's witty, real-time AI assistant built into X platform

Grok is an AI assistant developed by Elon Musk's xAI, integrated into the X (formerly Twitter) platform. It has real-time access to posts and trending topics on X, enabling up-to-date responses with a distinctive, less filtered personality. Available to X Premium subscribers and also accessible via the Grok standalone app.

Qwen

Alibaba's powerful open-source LLM family for diverse tasks

Qwen is Alibaba Cloud's series of large language models available in multiple sizes, excelling at multilingual tasks, coding, math, and reasoning. Many Qwen models are released open-source, making them accessible for research and commercial deployment. The family includes specialized variants for vision, audio, and long-context understanding.

DeepSeek

China's frontier open-source LLM rivaling the world's best

DeepSeek is a Chinese AI lab offering a series of highly capable open-source large language models, including DeepSeek-V2 and DeepSeek-R1, which rival proprietary models on reasoning and coding benchmarks. The models are available via API and for self-hosting. DeepSeek attracted global attention for delivering frontier performance at low cost.

SEAL LLM Leaderboard

Scale AI's expert-evaluated leaderboard for LLM capabilities

The SEAL (Scale Evaluation and Assessment of Language Models) Leaderboard by Scale AI provides rigorous, expert-human-evaluated rankings of LLMs across domains like coding, instruction following, math, and reasoning. Unlike automated benchmarks, SEAL uses human raters to assess model quality. It is a trusted reference for enterprises and AI researchers selecting models for demanding applications.

LLM Stats

Track and compare LLM pricing, context, and capabilities in real time

LLM Stats is a community-maintained resource that aggregates and compares specifications for large language models including context window size, pricing, benchmark scores, and provider availability. It provides a quick-reference dashboard for developers evaluating and monitoring the rapidly evolving LLM market. Updated regularly to reflect new model releases and pricing changes.

OpenAI Playground

Interactively test and tune OpenAI models in your browser

OpenAI Playground is a web-based interface for experimenting with GPT-4, o1, and other OpenAI models in chat, completion, and assistants modes. Users can adjust system prompts, temperature, and token limits in real time and compare model outputs. It's the go-to sandbox for developers prototyping prompts before embedding them in applications.

Google AI Studio

Prototype and test Gemini models with a free browser interface

Google AI Studio is a free, browser-based developer environment for testing and building with the Gemini family of models, including Gemini 1.5 Pro's million-token context. It supports multimodal inputs—text, images, audio, video—and generates API keys and code snippets for fast integration. Ideal for developers exploring Gemini's capabilities before building full applications.

Jan

Run open-source LLMs fully offline on your own computer

Jan is an open-source desktop application that runs large language models entirely locally on Mac, Windows, and Linux without any cloud dependency. It features a ChatGPT-like interface, an in-app model hub, and OpenAI-compatible API server mode. Perfect for privacy-conscious users and developers who want offline AI without sending data to the cloud.

Msty

Beautiful offline-first desktop app for running local AI models

Msty is a polished desktop AI chat application that runs local models via Ollama and also connects to cloud providers like OpenAI and Anthropic from one interface. It offers conversation branching, model comparison, and document chat. Suited for power users who want a premium UI for both local and cloud LLM interactions.

LLM

Run and log prompts to any LLM from the command line

LLM is a CLI tool and Python library by Simon Willison (Datasette) for running prompts against OpenAI, Anthropic, Gemini, and local models from the terminal. It logs every prompt and response to a local SQLite database and supports plugins for additional model providers. Ideal for developers and researchers who want scriptable, auditable LLM access.

LM Studio

Discover, download, and run local LLMs with a friendly GUI

LM Studio is a desktop application for discovering, downloading, and running open-source LLMs on Mac, Windows, and Linux using local CPU and GPU resources. It includes a ChatGPT-style chat UI, model library browser, and a local OpenAI-compatible server. Popular with developers and enthusiasts who want effortless local model experimentation.

RunThisLLM

Find the right LLM setup and run it locally in minutes

RunThisLLM helps users discover and configure local LLM setups by recommending models and hardware configurations based on their specific machine specs. It simplifies the decision of which model to run and how, reducing setup friction for newcomers to local AI. Aimed at developers and curious users who want to get a local model running fast.

Devin

The first fully autonomous AI software engineer for real tasks

Devin by Cognition AI is an autonomous AI software engineer that can plan, code, debug, and deploy full projects end-to-end inside its own sandboxed environment with a browser, terminal, and editor. It tackles multi-step engineering tasks from a single natural language specification. Designed for engineering teams who want to delegate entire coding tasks to an AI agent.

Gemini CLI

Google's open-source AI agent for coding tasks in the terminal

Gemini CLI is an open-source command-line AI agent by Google that uses Gemini models to assist with coding, file editing, and agentic tasks directly in the terminal. It connects to Google Search for grounding and supports tool use for real-world actions. Aimed at developers who want a capable, free, open-source terminal AI assistant.

moltbook

AI-enhanced interactive notebook for data analysis and exploration

Moltbook is a modern AI-powered notebook tool for data exploration that combines code execution with conversational AI assistance to help analysts and data scientists understand their data faster. It supports interactive visualizations and natural language prompting alongside traditional code cells. Aimed at data practitioners who want AI co-pilot capabilities inside a notebook environment.

Openwork

AI agent for automating knowledge work tasks across your tools

Openwork is an AI agent platform that automates repetitive knowledge work by connecting to workplace tools like email, calendars, and documents to complete tasks on behalf of users. It uses agentic reasoning to handle multi-step workflows end-to-end. Targeted at professionals and teams looking to delegate routine digital work to an AI assistant.

Agent Skills

Marketplace for plug-and-play skills that extend AI agents

Agent Skills is a platform and marketplace where developers can discover, share, and deploy modular capability modules—called skills—that extend AI agents with specific actions like web browsing, API calls, or data lookup. It enables rapid composition of powerful agents from reusable building blocks. Designed for developers building AI agents who want to avoid rebuilding common capabilities from scratch.

Hermes Agent

Nous Research's open-weight agentic model for tool-use tasks

Hermes Agent is an agentic AI system by Nous Research built on their Hermes series of open-weight models, optimized for function calling, tool use, and structured outputs. It is designed to handle complex multi-step tasks with reliable JSON output and API interaction. Suited for researchers and developers who want a capable, open-weight model for agentic pipelines.

Selfies with Sama

Take a fun AI selfie with Anthropic's AI assistant character Sama

Selfies with Sama is an experimental web experience by Vost AI that lets users generate whimsical AI-powered selfies alongside Sama, a friendly AI character. It uses generative image models to seamlessly blend user-uploaded photos with illustrated scenes featuring the character. The tool is a playful, consumer-facing demonstration of AI image composition and character interaction.

OpenAI Prompt Engineering Guide

Official OpenAI guide to writing effective prompts for GPT models

OpenAI's Prompt Engineering Guide is official documentation covering best practices and strategies for getting reliable, high-quality outputs from GPT models. It includes techniques like few-shot examples, chain-of-thought prompting, system message design, and instruction clarity. The guide is essential reading for developers and power users building applications on the OpenAI API who want to improve model behavior systematically.

PromptPerfect

Automatically optimize your AI prompts for better model outputs

PromptPerfect is a prompt optimization tool from Jina AI that automatically rewrites and improves user-written prompts for models like GPT-4, Claude, Midjourney, and Stable Diffusion. It analyzes the intent of the original prompt and applies best-practice prompt engineering techniques to enhance clarity, specificity, and output quality. It is useful for non-technical users and developers who want to quickly improve prompts without deep expertise in prompt engineering.

Build a Large Language Model (From Scratch)

Learn to build an LLM from the ground up with hands-on code

This Manning Publications book by Sebastian Raschka guides readers through building a GPT-style large language model from scratch using Python and PyTorch. It covers tokenization, transformer architecture, pre-training, and fine-tuning with clear, step-by-step code examples. The book is designed for ML practitioners and engineers who want a deep, practical understanding of how modern LLMs like ChatGPT actually work under the hood.

Build a Reasoning Model (From Scratch)

Hands-on guide to building reasoning-capable AI models step by step

This Manning Publications book teaches readers how to construct reasoning-focused AI models inspired by systems like OpenAI's o1, covering chain-of-thought training, reinforcement learning from human feedback, and search-augmented inference. It provides practical code implementations alongside the theory to help readers understand how deliberative reasoning emerges in modern LLMs. The book is suited for ML engineers and researchers looking to go beyond standard instruction fine-tuning.

Build an AI Agent (From Scratch)

Practical guide to designing and coding autonomous AI agents

This Manning Publications book provides a step-by-step approach to building autonomous AI agents that can plan, use tools, browse the web, and execute multi-step tasks. It covers agentic frameworks, memory systems, tool calling, and evaluation strategies with hands-on Python implementations. The book is aimed at developers and AI engineers who want to move from passive LLM usage to building production-ready agentic systems.

Build a DeepSeek Model (From Scratch)

Understand and implement DeepSeek-style AI models from the ground up

This Manning Publications book walks readers through replicating the architecture and training approach of DeepSeek models, including their mixture-of-experts design and efficient inference strategies. It provides practical code alongside architectural explanations to give engineers a thorough understanding of this class of frontier open-weight models. The book is ideal for ML researchers and engineers curious about the innovations that make DeepSeek models competitive and cost-efficient.

AI Governance

Comprehensive guide to managing AI risk, ethics, and compliance

AI Governance is a Manning Publications book covering the frameworks, policies, and practices organizations need to deploy AI responsibly and in compliance with emerging regulations like the EU AI Act. It addresses risk assessment, bias auditing, transparency requirements, and internal governance structures for AI systems. The book is essential reading for compliance officers, AI product managers, and executives navigating the rapidly evolving landscape of AI regulation.

GPT-3 Demo

Browse hundreds of real-world GPT-3 application demos and use cases

GPT-3 Demo is a curated directory showcasing real applications, demos, and experiments built on top of OpenAI's GPT-3 language model. It organizes entries by category including writing, coding, summarization, and Q&A to help developers and founders understand practical use cases. The site serves as a discovery resource and inspiration hub for anyone looking to understand what is possible with large language model APIs.

GPT-4 Demo

Discover apps and demos showcasing GPT-4 capabilities across industries

GPT-4 Demo is a directory of applications, experiments, and use cases built using OpenAI's GPT-4 model, organized by industry and task type. It helps developers, entrepreneurs, and researchers explore what has been built with GPT-4 to identify patterns and opportunities. The site complements GPT-3 Demo by specifically highlighting capabilities unlocked by GPT-4's stronger reasoning and multimodal features.

Effective Context Engineering for AI Agents — Anthropic

Anthropic's engineering guide on optimizing context for AI agents

This Anthropic engineering blog post details best practices for structuring context windows to maximize AI agent performance on complex, multi-step tasks. It covers strategies for managing conversation history, tool call results, memory summarization, and information prioritization within limited context budgets. The guide is aimed at developers building production-grade agentic systems who want to avoid common context management pitfalls.

Context Engineering Guide — Prompt Engineering Guide

In-depth guide to context engineering for LLM applications

The Context Engineering Guide from PromptingGuide.ai provides a thorough overview of techniques for designing and managing the information provided to language models beyond simple prompt writing. It covers retrieval-augmented generation, context window optimization, structured context schemas, and evaluation methods for context quality. The guide is valuable for AI engineers and researchers building sophisticated LLM pipelines who need to go beyond basic prompting.

modelcontextprotocol.io

Open standard for connecting AI models to tools and data sources

Model Context Protocol (MCP) is an open protocol developed by Anthropic that standardizes how AI assistants connect to external tools, APIs, and data sources through a client-server architecture. It provides a universal interface so that any MCP-compatible AI model can use any MCP server without custom integration code for each combination. MCP is designed for developers and organizations building AI applications that need to securely extend model capabilities with real-world context and actions.